Intelligent Systems for Stability Assessment and Control of Smart Power Grids (Hardcover)

Concepts and Preliminaries. From power system to smart grid. Intelligent system: structures, design principles, and algorithms. Intelligent System for Smart Grid Stability Analysis and Control. Power system stability: definitions and phenomenon. Using intelligent system for advanced power grid stability monitoring. Intelligent early-warning system for real-time dynamic security assessment. Self-adaptive intelligent system for post-disturbance transient stability prediction. Rule-based on-line dynamic security control against instability risk. Hybrid optimization for transient stability constrained-optimal power flow. Intelligent Optimization for Smart Grid Operation and Planning. Coordinated dispatch of wind farms and electric vehicle charging systems in smart grid. Flexible Transmission Network Planning Considering Distributed Generation Impacts. Optimal operation of energy storage system for CVR-driven voltage control in high-PV penetrated distribution networks. Optimal placement of electric vehicle battery charging/swap stations in smart distribution system. Multi-stage flexible expansion co-planning under uncertainties in a combined electricity and gas market. Intelligent System for Smart Grid Knowledge Discovery and Data-Analytics. Knowledge discovery from smart metering data. Probabilistic forecasting of wind power generation. Electricity price interval forecasting based on random learning and bootstrapping. Time-varying reactive power forecasting to assist volt/var control. Noninstructive load monitoring from high-frequency load data.